Application of Discrete Mathematics and Statistics Techniques

Assignment ObjectivesApply critical thinking to various IT scenarios using discrete mathematics and statistics techniques.Explain why statistics and probability are important elements in IT.Use statistical methods to analyze, evaluate, and recommend performance improvements for systems.Utilize various discrete mathematics, probability, and statistical models to analyze data, present information, and draw inferences.Assignment DescriptionThis data set is a sample of Web server statistics for a computer science department. It contains the following 11 sections of data:Total      successful requestsAverage      successful requests per dayTotal      successful requests for pagesAverage      successful requests for pages per dayTotal failed      requestsTotal      redirected requestsNumber of      distinct files requestedNumber of      distinct hosts servedCorrupt      logfile linesTotal data      transferredAverage data      transferred per dayWrite an essay of 2–3 pages that contains the following:A complete      overview of the data, identifying anomalies in different weeks, and the      weeks that the data are not regular.Choose 5      different sections of data, examine these sections, and provide the      specific selection process and criteria you used to select this data set.Provide the      measures of tendency and dispersion for each of the 5 different sections      of data you selected.Provide 1      chart or graph for each of the 5 processed sections. This may be a pie or      bar chart or a histogram.Label the       chart or graph clearly.Explain why       the graph you provided gave a good visual representation of the data.Based on       your explanation above, identify some specific advantages why, in       general, charts and graphs are important in conveying information in a       visual format.Determine      the standard deviation and variation for each of the 5 selected sections      of data, and explain their importance in statistical analysis of a data      set.Based on the      tasks you performed in this project, research how statistics are used in      information technology (IT), and provide references for your researchYour essay should include proper citation in APA formatting, both in-text, and in reference pages. Include a title page and use 12-point Times New Roman double-spaced font throughout the text.

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